How does this skill differ from standard Claude output?

Standard AI often uses over-enthusiastic openings and corporate jargon; this skill actively strips those patterns out to favor a direct, peer-to-peer conversational tone.

Does it improve content readability?

Yes, it provides structural techniques like starting with the punchline and using scannable subheadings to make complex information easier for humans to digest.

What specific 'AI patterns' does it avoid?

It identifies and replaces generic phrases like 'We are thrilled to announce,' 'game-changing solution,' and unnecessary hedging such as 'this might potentially help.'

Can I use this for technical tutorials?

Yes, it specifically includes guidelines for technical posts, focusing on runnable examples, real-world edge cases, and a 'knowledgeable peer' voice.

Natural Human Writing

Name: Natural Human Writing
Author: gscalzo

bygscalzo

•

内容管理

Generates authentic, conversational, and opinionated content that avoids robotic AI patterns and sterile corporate jargon.

关于

The Human Writing skill transforms technical and vision-oriented content from generic AI prose into engaging, peer-to-peer communication. By prioritizing specific evidence, active voice, and honest limitations, it helps developers and creators write as if they are explaining a concept to a colleague over coffee. This skill is ideal for blog posts, documentation, and project updates where building trust through authenticity and technical specificity is more valuable than sounding 'professional' in a corporate sense.

主要功能

Structures content with scannable, statement-driven subheadings for better readability
Enforces a confident, active voice while acknowledging honest technical limitations
Eliminates AI-typical phrases like 'thrilled to announce' and 'unlock the potential'
Prioritizes specific data points and code examples over vague marketing claims
1 GitHub stars
Replaces corporate buzzwords with direct, plain-English alternatives

使用场景

Refining project documentation to be more direct and user-focused
Drafting technical blog posts that sound like a senior developer's perspective
Creating product vision statements that avoid empty superlatives and buzzwords

关于

主要功能

Structures content with scannable, statement-driven subheadings for better readability
Enforces a confident, active voice while acknowledging honest technical limitations
Eliminates AI-typical phrases like 'thrilled to announce' and 'unlock the potential'
Prioritizes specific data points and code examples over vague marketing claims
1 GitHub stars
Replaces corporate buzzwords with direct, plain-English alternatives

使用场景

Refining project documentation to be more direct and user-focused
Drafting technical blog posts that sound like a senior developer's perspective
Creating product vision statements that avoid empty superlatives and buzzwords